{"id":"W7075749729","doi":"","title":"Evaluation of the orthopedic residency training program in Saudi Arabia and comparison with a selected Canadian residency program","year":2014,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Residency training; Orthopedic surgery; Remedial education; Curriculum; Graduate medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007926985,0.0001651593,0.0001620911,0.001581107,0.000874364,0.0005878673,0.0004003916,0.0002446103,0.001367158],"category_scores_gemma":[0.003283284,0.0001351603,0.0002322261,0.002061961,0.000354256,0.0002830977,0.0005401835,0.0002344356,0.0001228107],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003502776,"about_ca_system_score_gemma":0.004906726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4742108,"about_ca_topic_score_gemma":0.5598822,"domain_scores_codex":[0.9992747,0.0000779662,0.00007053003,0.00004879736,0.000356803,0.0001712949],"domain_scores_gemma":[0.996014,0.0002439986,0.001179194,0.00003792438,0.001590412,0.000934555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006916597,0.00007603542,0.9908817,0.0000708012,0.00002817566,0.00006963469,0.001031111,0.00003028553,0.0001523416,0.00003025198,0.0002969184,0.007263541],"study_design_scores_gemma":[0.000002875793,0.00007189955,0.9968605,0.00002787818,0.000008525292,0.00006936109,0.002414039,0.00007118921,0.00004726687,0.000002470952,0.0004195764,0.00000436448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988514,0.0002360682,0.00001492903,0.0001335056,0.000005852396,0.00001127013,0.000202795,0.000001589289,0.0005424987],"genre_scores_gemma":[0.999231,0.0003474982,0.00005469102,0.00004043654,0.000004708596,0.000005446395,0.0001640281,9.387916e-7,0.0001512914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9964972,"threshold_uncertainty_score":0.9429012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03445328789273183,"score_gpt":0.3101699127340418,"score_spread":0.27571662484131,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}